Effect recsys 2011 | music recommendation and discovery tutorial | paul lamere & oscar celma Popularity Bias - The Harry Potter Effect recsys 2011 | music recommendation and discovery tutorial | paul lamere & oscar celma
Help! I’m stuck in the head Popularity 83 Artists 6,659 Artists 239,798 Artists 0% of recommendations 48% of recommendations 52% of recommendations recsys 2011 | music recommendation and discovery tutorial | paul lamere & oscar celma
English rock band formed in Liverpool in 1960, and one of the most commercially successful and critically acclaimed acts in the history of popular music. The group's best-known lineup consisted of John Lennon (rhythm guitar, vocals), Paul McCartney (bass guitar, vocals), George Harrison(lead guitar, vocals) and Ringo Starr (drums, vocals). Rooted in skiﬄe and 1950s rock and roll, the group later worked in many genres ranging from pop ballads to psychedelic rock, often incorporating classicaland other elements in innovative ways. Their enormous popularity ﬁrst emerged as "Beatlemania"; as their songwriting grew in sophistication by the late 1960s, they came to be perceived by many fans and cultural observers as an embodiment of the ideals shared by the era's sociocultural revolutions. Oasis were an English rock band formed in Manchester in 1991. Originally known as The Rain, the group was formed by Liam Gallagher (vocals and tambourine), Paul "Bonehead" Arthurs (guitar), Paul "Guigsy" McGuigan (bass guitar) and Tony McCarroll (drums, percussion), who were soon joined by Liam's older brother Noel Gallagher (lead guitar and vocals). They have had eight UK number-one singles and eight UK number-one albums, and won ﬁfteen NME Awards, nine Q Awards, four MTV Europe Music Awards and six Brit Awards, including one in 2007 for outstanding contribution to music and one for the best album of the last 30 years as voted by the BBC Radio 2 listeners; they have been nominated for three Grammy Awards. As of 2009, the band have sold an estimated 70 million records worldwide. Also the band was listed in the Guinness Book of World Records in 2010 for …
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of 3-4 2. Find a website or app with a recommender 3. Consider the recommender on the 5 facets 4. Note some good or bad recommendations. Why do they work? 5. Repeat 2-4 as time allows and compare 6. Report your ﬁndings back to the group!
of 3-4 2. Find a website or app with a recommender 3. Consider the recommender on the 5 facets 4. Note some good or bad recommendations. Why do they work? 5. Repeat 2-4 as time allows and compare 6. Report your ﬁndings back to the group! relevance novelty/serendipity transparency/trust reach context